Acquisition of Software Engineering Knowledge: SWEEP - An Automatic Programming System Based on Genetic Programming and Cultural Algorithms (Series on

Description

This is the first book that attempts to provide a framework in which to embed an automatic programming system based on evolutionary learning (genetic programming) into a traditional software engineering environment. As such, it looks at how traditional software engineering knowledge can be integrated with an evolutionary programming process in a symbiotic way.

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Contents

SWEEP: A System for the Software Engineering of Evolving Programs - The Genetic Programming Element Agents - The Metrics Apprentice: Using Cultural Algorithms to Formulate Quality Metrics for Software Systems - An Example Problem for Automatic Programming: Solving the Noisy Sine Problem with Discipulus - Data Collection and Analysis - Analysis: The Relationship of Software Metrics to Bloat - Defining a New Software Metric to Estimate Generalization Using the Metrics Apprentice